sumansamui / EMG_Signal_ClassificationLinks
This is an on-going project repository
☆14Updated last year
Alternatives and similar repositories for EMG_Signal_Classification
Users that are interested in EMG_Signal_Classification are comparing it to the libraries listed below
Sorting:
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆47Updated last year
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Updated 2 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆12Updated last year
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25Updated 6 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆116Updated 5 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Updated 11 months ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Updated 4 years ago
- ☆11Updated 3 years ago
- Improved sEMG-based gesture recognition☆66Updated 6 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆15Updated last year
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Updated 7 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆30Updated 5 years ago
- GANs for generating EMG signals☆88Updated 5 years ago
- the implementation of the ASAD_DenseNet☆28Updated 8 months ago
- A collection of subroutines and functions for removing noise and processing ECG and PPG signals☆13Updated 6 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆106Updated 4 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆39Updated 4 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Updated last year
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Updated 2 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆67Updated last year
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆25Updated 4 years ago
- 肌电信号深度学习毕业论文☆55Updated 8 months ago
- The is the repository for the project: Automatic Heart Sound Classification.☆26Updated 3 years ago
- Tunable-Q Wavelet Transform and Resonance-based Signal Decomposition Toolkit☆33Updated 2 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆41Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65Updated 6 years ago
- Data plus code fo Classification of Heart Sound Signal Using Multiple Features☆74Updated 3 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19Updated 2 years ago
- ☆19Updated 2 years ago